Papers

• Believe Your Model: Distribution-Guided Confidence Calibration (2026)
  Xizhong Yang et al.
  1.94
• Model Capability Dominates: Inference-Time Optimization Lessons from AIMO 3 (2026)
  Natapong Nitarach
  1.94
• Improving Vision-language Models with Perception-centric Process Reward Models (2026)
  Yingqian Min et al.
  1.94
• CUA-Gym: Scaling Verifiable Training Environments and Tasks for Computer-Use Agents (2026)
  Bowen Wang et al.
  1.94
• CritiQ: Mining Data Quality Criteria from Human Preferences (2025)
  Honglin Guo et al.
  1.28
• Cost-of-Pass: An Economic Framework for Evaluating Language Models (2025)
  Mehmet Hamza Erol et al.
  1.28
• The Sequential Edge: Inverse-Entropy Voting Beats Parallel Self-Consistency at Matched Compute (2025)
  Aman Sharma et al.
  1.28
• ReFT: Reasoning with Reinforced Fine-Tuning (2024)
  Trung Quoc Luong et al.
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